Field notes on deployment, delivery, and AI-enabled operations

Practical writing from the work itself — what makes multi-site programs succeed, and where technology genuinely helps.

Project delivery · Article

Why multi-site programs fail at site 40, not site 4

Early sites get attention, senior oversight, and careful documentation. The failure mode is drift — small inconsistencies that compound quietly until nobody can prove what was installed where. What to instrument before it happens.

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